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  4. A Distributed Sensor Network for Monitoring Noise Level and Noise Sources in Urban Environments
 
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2018
Conference Paper
Title

A Distributed Sensor Network for Monitoring Noise Level and Noise Sources in Urban Environments

Abstract
Smart city applications for acoustic monitoring become essential to cope with the overall increasing noise pollution in urban environments. This paper gives an overview over a distributed sensor network for noise monitoring in the German city of Jena. Several acoustic sensor units allow for classifying among various acoustic scenes and events using Convolutional Neural Networks (CNN) and measuring different noise level parameters. Connected by a communication system based on MQTT (Message Queue Telemetry Transport), these sensors communicate measurement data to a central server for data postprocessing and storage. Finally, a web-based application allows for various real-time visualizations of noise exposure distributed over the city.
Author(s)
Abeßer, Jakob  
Götze, Marco  
Kühnlenz, Stephanie
Gräfe, Robert
Kühn, Christian
Clauß, Tobias
Lukashevich, Hanna  
Mainwork
IEEE 6th International Conference on Future Internet of Things and Cloud, FiCloud 2018. Proceedings  
Conference
International Conference on Future Internet of Things and Cloud (FiCloud) 2018  
DOI
10.1109/FiCloud.2018.00053
Language
English
Fraunhofer-Institut für Digitale Medientechnologie IDMT  
Keyword(s)
  • Stadtlärm

  • acoustic measurement

  • acoustic scene classification

  • event detection

  • monitoring

  • noise level

  • noise level measurement

  • noise measurement

  • Sensor Network

  • Server

  • Smart City

  • urban area

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